inevitability-engine_skill

Overview

This skill is a systematic research protocol for discovering AI-native software businesses driven by the rise of synthetic workers. It maps capability trajectories, mines segment × problem matrices, generates business models, validates demand, and computes inevitability scores across 3–24 month horizons. Use it to prioritize automation-native ventures with measurable time-to-revenue and adoption signals.

How this skill works

The engine runs a six‑phase workflow: capability frontier mapping, opportunity discovery, business model generation, market validation, inevitability scoring, and synthesis/output. It cross-references capability timelines (context window, cost, tool reliability) with task decomposition and synthetic worker primitives to produce ranked, time‑bounded business concepts. Final deliverables include a ranked opportunity matrix, deep dives, and an assumptions appendix.

When to use it

• Exploring AI business opportunities in a specific industry or function
• Running market research to prioritize automation targets by ROI and feasibility
• Generating business models that embed synthetic worker roles and SLAs
• Validating demand, sizing TAM/SAM, and mapping competitive wedges
• Scoring and ranking opportunities by inevitability across time horizons

Best practices

• Start with capability mapping to ground ideas in concrete 3–24 month unlocks
• Use segment × problem matrices to exhaustively surface high-impact tasks
• Design ideas around synthetic worker primitives (e.g., Research Synthesizer, Workflow Orchestrator)
• Quantify economic pressure and automatable % before ideation to focus on >10x leverage
• Validate buyer intent via social proof and simple TAM calculations before deep builds

Example use cases

• Map what becomes automatable for legal research and generate 5 AI-native legal assistants
• Build a prioritized list of mid-market automation ideas with inevitability scores for a VC scouting sprint
• Validate an internal product idea by estimating automatable workflow %, cost delta, and adoption friction
• Create a 2‑page executive summary and 25‑item opportunity matrix for corporate strategy review
• Design synthetic operations team concepts for a product-led AI platform with SLAs and eval frameworks